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10 changes: 5 additions & 5 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -25,11 +25,11 @@ pip install polyfuzz
You may want to install more depending on the transformers and language backends that you will be using. The possible installations are:

```python
pip install bertopic[sbert]
pip install bertopic[flair]
pip install bertopic[gensim]
pip install bertopic[spacy]
pip install bertopic[use]
pip install polyfuzz[sbert]
pip install polyfuzz[flair]
pip install polyfuzz[gensim]
pip install polyfuzz[spacy]
pip install polyfuzz[use]
```

If you want to speed up the cosine similarity comparison and decrease memory usage when using embedding models,
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